{"total":13,"rows":[{"id":"2405.16363","title":"LLMs for User Interest Exploration in Large-scale Recommendation Systems","created":"2024-05-25","cited_by_count":15,"area":null},{"id":"2506.16658","title":"Multi-Armed Bandits With Machine Learning-Generated Surrogate Rewards","created":"2025-06-20","cited_by_count":14,"area":null},{"id":"2405.05736","title":"Optimal Baseline Corrections for Off-Policy Contextual Bandits","created":"2024-05-09","cited_by_count":13,"area":null},{"id":"2405.02141","title":"Multi-Objective Recommendation via Multivariate Policy Learning","created":"2024-05-03","cited_by_count":10,"area":null},{"id":"2310.07786","title":"Non-Stationary Contextual Bandit Learning via Neural Predictive Ensemble Sampling","created":"2023-10-11","cited_by_count":1,"area":null},{"id":"2601.15552","title":"BanditLP: Large-Scale Stochastic Optimization for Personalized Recommendations","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2607.22518","title":"PinEqualizer: Full Funnel Content Exploration and Debiasing System at Pinterest","created":"2026-07-24","cited_by_count":1,"area":null},{"id":"2608.04432","title":"The Price of Isolation: Estimating the Ecosystem Cost of Symmetric Two-Sided A/B Testing","created":"2026-08-05","cited_by_count":1,"area":null},{"id":"2508.00450","title":"When Relevance Meets Novelty: Dual-Stable Periodic Optimization for Serendipitous Recommendation","created":"2025-08-01","cited_by_count":0,"area":null},{"id":"2605.09075","title":"Optimality of Sub-network Laplace Approximations: New Results and Methods","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2607.25276","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2608.10182","title":"From Prediction to Incrementality: Causal Optimization for Large-Scale Targeting and Recommendation","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.16407","title":"Balancing Trial and Reorder: A Hybrid Sequential Transformer-GBDT Ranker for On-Demand Delivery","created":"2026-09-14","cited_by_count":0,"area":null}],"next_cursor":null}